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The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load
- Source :
- Frontiers in Psychology, Vol 12 (2021), Frontiers in Psychology
- Publication Year :
- 2021
-
Abstract
- A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016–2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included. The sample identified a number of different physiological measures obtained by recording signals from four main body categories (heart and lungs, eyes, skin, and brain), as well as subjective measures. The overall validity of the measures was assessed by examining construct validity and sensitivity. It was found that the vast majority of physiological measures had some level of validity, but varied considerably in sensitivity to detect subtle changes in intrinsic cognitive load. Validity was also influenced by the type of task. Eye-measures were found to be the most sensitive followed by the heart and lungs, skin, and brain. However, subjective measures had the highest levels of validity. It is concluded that a combination of physiological and subjective measures is most effective in detecting changes in intrinsic cognitive load.
- Subjects :
- medicine.medical_specialty
validity
cognitive load theory
Review
Audiology
workload
medicine
Heart rate variability
Psychology
PUPIL SIZE
MENTAL WORKLOAD
EYE ACTIVITY MEASURES
General Psychology
physiological measures
BLINK
HEART-RATE-VARIABILITY
working-memory load
ELECTRODERMAL ACTIVITY
Pupil size
Construct validity
Workload
PERFORMANCE
BF1-990
TASK
SENSITIVITY
intrinsic cognitive load
GAZE
Cognitive load
Subjects
Details
- Language :
- English
- ISSN :
- 16641078
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Frontiers in Psychology
- Accession number :
- edsair.doi.dedup.....67928ac7321279e49b6476f92dcbb211
- Full Text :
- https://doi.org/10.3389/fpsyg.2021.702538